Accurate Modeling of Relative Permeability Hysteresis in Water Alternating Gas Experiments

S. Aghabozorgi, M. Sohrabi
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Abstract

The saturation history dependent relative permeability (kr) data have been reported frequently in the laboratory investigations. Accurate estimation of kr data with hysteresis effects is crucial, specifically in Water Alternating Gas (WAG) injection which involves a sequence of drainage and imbibition cycles. Although there are a few methods to model the hysteresis effects in three-phase systems, the predicted values are still not adequate to simulate the hysteresis observed in experiments. In this study, a generalized three-phase hysteresis model was developed to simulate the observed hysteresis in the WAG experiments performed at Heriot-Watt University. It is discussed that the use of Land trapping coefficient in the hysteresis models is doubtful since it originates from the observed behaviour in two-phase systems which reach residual saturations. Hence, the new hysteresis model is developed based on innovative techniques to predict the oil and water saturation at the end of each injection cycle. Moreover, in the developed model, the formulations for estimation of hysteresis in water and gas kr data are updated to capture the observed behaviors in WAG experiments. The suggested hysteresis model was evaluated by comparing the simulation results with the available experimental data. The results showed that the developed model is able to simulate oil, water and gas production more accurately. Based on the results, the model can simulate the pressure behaviours observed in the experiments with dominated hysteresis. In addition, the developed model can predict the oil, water and gas saturations at the end of each cycle with higher accuracy compared to the available methods in the literature. The significant impacts of the hysteresis phenomenon on designing the best WAG injection scenario require a reliable hysteresis model for performing accurate reservoir simulations. The use of the suggested model elevates the accuracy of any feasibility analysis performed to evaluate the WAG injection scenario.
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水交变气实验中相对渗透率滞回的精确建模
饱和度历史相关的相对渗透率(kr)数据在实验室研究中经常被报道。具有迟滞效应的kr数据的准确估计是至关重要的,特别是在涉及一系列排水和渗吸循环的水交变气(WAG)注入中。虽然有几种方法来模拟三相系统的磁滞效应,但预测值仍然不足以模拟实验中观察到的磁滞。在这项研究中,建立了一个广义的三相磁滞模型来模拟赫瑞瓦特大学WAG实验中观察到的磁滞。讨论了在迟滞模型中使用Land捕获系数是值得怀疑的,因为它起源于观察到的两相系统达到剩余饱和的行为。因此,基于创新技术开发了新的滞后模型,以预测每个注入周期结束时的油水饱和度。此外,在开发的模型中,更新了水和气kr数据中迟滞估计的公式,以捕捉WAG实验中观察到的行为。通过将仿真结果与现有实验数据进行比较,对所提出的迟滞模型进行了评价。结果表明,所建立的模型能够较准确地模拟油、水、气的生产过程。结果表明,该模型能较好地模拟迟滞占主导的试验中观察到的压力行为。此外,与文献中现有的方法相比,所开发的模型可以预测每个循环结束时的油、水和气饱和度,精度更高。滞回现象对设计最佳WAG注入方案的重大影响,需要一个可靠的滞回模型来进行精确的油藏模拟。使用建议的模型提高了评估WAG注入方案的任何可行性分析的准确性。
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